1.Artificial intelligence guided Raman spectroscopy in biomedicine: Applications and prospects.
Yuan LIU ; Sitong CHEN ; Xiaomin XIONG ; Zhenguo WEN ; Long ZHAO ; Bo XU ; Qianjin GUO ; Jianye XIA ; Jianfeng PEI
Journal of Pharmaceutical Analysis 2025;15(11):101271-101271
Due to its high sensitivity and non-destructive nature, Raman spectroscopy has become an essential analytical tool in biopharmaceutical analysis and drug development. Despite of the computational demands, data requirements, or ethical considerations, artificial intelligence (AI) and particularly deep learning algorithms has further advanced Raman spectroscopy by enhancing data processing, feature extraction, and model optimization, which not only improves the accuracy and efficiency of Raman spectroscopy detection, but also greatly expands its range of application. AI-guided Raman spectroscopy has numerous applications in biomedicine, including characterizing drug structures, analyzing drug forms, controlling drug quality, identifying components, and studying drug-biomolecule interactions. AI-guided Raman spectroscopy has also revolutionized biomedical research and clinical diagnostics, particularly in disease early diagnosis and treatment optimization. Therefore, AI methods are crucial to advancing Raman spectroscopy in biopharmaceutical research and clinical diagnostics, offering new perspectives and tools for disease treatment and pharmaceutical process control. In summary, integrating AI and Raman spectroscopy in biomedicine has significantly improved analytical capabilities, offering innovative approaches for research and clinical applications.
2.Removal of plaque biofilm by a 3D-printed precision pericoronal irrigator for impacted wisdom teeth:an in vitro study
Xiaoting WANG ; Zhenxin HUANG ; Weiwei GUO ; Jianye SONG ; Liang ZHOU ; Rouyi WEI ; Kun WANG
Journal of Army Medical University 2025;47(7):734-741
Objective To prepare an advanced irrigation device equipped with a specialized nozzle designed to access the pericoronal blind sac of impacted wisdom teeth,and evaluate its efficacy in plaque removal.Methods 3D-printer was utilized to develop pericoronal models simulating mandibular wisdom teeth with high vertical impaction and varying soft tissue coverage(0%,25%,50%,and 75%,respectively)and personalized pericoronal irrigator.The obtained pericoronal models were randomly divided into 3 groups,treated with personalized precision pericoronal flushing,routine flushing and brushing,respectively,and,under a pressures of 45 psi or 75 psi(1 psi=6 894.76 Pa),were performed to clean the test surfaces of plaque-biofilm-obstructed wisdom teeth,respectively.Images of the tooth surfaces were analyzed before and after cleaning,and the cleaning rate was calculated using Python software.Results For wisdom teeth with 50%and 75%pericoronal soft tissue coverage,at a pressure of 45 psi,the precision pericoronal flushing group demonstrated significantly higher cleaning rate when compared to the brushing and routine flushing groups(P<0.05).At 0%and 25%pericoronal soft tissue coverage,the precision pericoronal flushing and brushing groups exhibited significantly higher cleaning rates than the routine flushing group(P<0.05).Furthermore,at 75 psi,the precision pericoronal flushing group achieved a significantly higher cleaning rate across all 4 levels of pericoronal soft tissue coverage than both the routine flushing and brushing groups(P<0.05).Notably,the precision pericoronal flushing group at 75 psi obtained significantly higher cleaning rate than at 45 psi across 0%,25%,and 50%pericoronal soft tissue coverage(P<0.05).Conclusion The precision pericoronal irrigation device demonstrates significantly superior cleaning efficacy for vertically impacted mandibular third molars compared to conventional irrigation devices and manual tooth brushing.It is an effective device for preventing and treating pericoronitis.
3.Fabrication of sharp disordered vs.rounded ordered titanium surface micro-and nano-structures and e-valuation of their osteogenic capacity
Weiwei GUO ; Fuwei LIU ; Xu HE ; Jianye SONG ; Zuge YANG ; Wenhao YANG ; Yuncan MA ; Yun-peng LI ; Kun WANG
Journal of Practical Stomatology 2025;41(3):336-343
Objective:Micro-and nanostructures with sharp disordered and rounded ordered features were fabricated on titanium surfaces,respectively,and their osteogenic potential was evaluated both in vitro and in vivo.Methods:Sharp disordered titanium surfaces(SLA-Ti)and rounded ordered titanium surfaces(Laser-Ti)were prepared using sandblast acid etching and high-repeti-tion-rate femtosecond laser,respectively.Smooth titanium(Ti)was used as the control group,SLA-Ti and Laser-Ti were used as the experimental groups.Characterization was conducted using scanning electron microscopy coupled with hydrophilicity assess-ments.The adhesion,elongation,and osteogenic differentiation capabilities of osteoblasts in vitro were evaluated through cell mor-phology observations,cytoskeletal fluorescence staining,cell viability assays,and PCR experiments.Osteogenic potential in vivo of rabbits was assessed through Micro CT scans and histological staining(HE and Masson).Results:The surface of Laser-Ti exhibits a rounded,ordered,multi-scale micro-and nano-morphology with the best hydrophilicity(P<0.01).In vitro,it promotes cell adhe-sion,extension,and osteogenic differentiation,while in vivo,it enhances bone regeneration around the implants.Overall,a trend of Laser-Ti>SLA-Ti>Ti is observed,with a higher bone volume fraction(BV/TV)(P<0.05),greater trabecular thickness(Tb.Th)(P<0.05),an increased number of trabeculae(Tb.N)(P<0.05),and a larger area of bone around the implants(P<0.05).Conclusion:The rounded ordered micro-and nano-structures fabricated using high-repetition-rate fem-tosecond laser demonstrate enhanced osteoinductive capac-ity both in vitro and in vivo.
4.Fabrication of sharp disordered vs.rounded ordered titanium surface micro-and nano-structures and e-valuation of their osteogenic capacity
Weiwei GUO ; Fuwei LIU ; Xu HE ; Jianye SONG ; Zuge YANG ; Wenhao YANG ; Yuncan MA ; Yun-peng LI ; Kun WANG
Journal of Practical Stomatology 2025;41(3):336-343
Objective:Micro-and nanostructures with sharp disordered and rounded ordered features were fabricated on titanium surfaces,respectively,and their osteogenic potential was evaluated both in vitro and in vivo.Methods:Sharp disordered titanium surfaces(SLA-Ti)and rounded ordered titanium surfaces(Laser-Ti)were prepared using sandblast acid etching and high-repeti-tion-rate femtosecond laser,respectively.Smooth titanium(Ti)was used as the control group,SLA-Ti and Laser-Ti were used as the experimental groups.Characterization was conducted using scanning electron microscopy coupled with hydrophilicity assess-ments.The adhesion,elongation,and osteogenic differentiation capabilities of osteoblasts in vitro were evaluated through cell mor-phology observations,cytoskeletal fluorescence staining,cell viability assays,and PCR experiments.Osteogenic potential in vivo of rabbits was assessed through Micro CT scans and histological staining(HE and Masson).Results:The surface of Laser-Ti exhibits a rounded,ordered,multi-scale micro-and nano-morphology with the best hydrophilicity(P<0.01).In vitro,it promotes cell adhe-sion,extension,and osteogenic differentiation,while in vivo,it enhances bone regeneration around the implants.Overall,a trend of Laser-Ti>SLA-Ti>Ti is observed,with a higher bone volume fraction(BV/TV)(P<0.05),greater trabecular thickness(Tb.Th)(P<0.05),an increased number of trabeculae(Tb.N)(P<0.05),and a larger area of bone around the implants(P<0.05).Conclusion:The rounded ordered micro-and nano-structures fabricated using high-repetition-rate fem-tosecond laser demonstrate enhanced osteoinductive capac-ity both in vitro and in vivo.
5.Experimental study on treatment of severe limb ischemia with Ad-hVEGF-hHGF gene
Rui ZHONG ; Jianing WANG ; Lei ZHANG ; Lingyun GUO ; Jianye YANG ; Fei ZHENG ; Yuwen YAN ; Danli YU ; Liguo TAN
The Journal of Practical Medicine 2024;40(5):639-645
Objective To explore the role and efficacy of VEGF and HGF gene adenovirus vector in promoting angiogenesis in ischemic tissue.Methods 84 Kunming mice were randomly divided into sham group,control group,VEGF group,HGF group and VEGF+HGF group,and the left lower limb ischemia model was established.The blood supply of ischemic tissue was observed by rheometer,and the expression levels of VEGF and HGF in each group were detected by Western Blot and ELISA.Immunohistochemical staining was used to detect angiogenesis(CD31,SMA)in ischemic tissues.Safety was assessed by side effects during treatment in mice.Results After the successful modeling,the blood flow velocity of the left lower limb in each group decreased significantly.On the 7th day after operation,the blood flow of the left lower limb in each group was significantly better than that on the 0th day after operation(P<0.05),and the blood flow of the left lower limb in Ad-VEGF-HGF group was significantly better than that in other groups(P<0.05).On the 28th day after operation,the blood flow of the left lower limb in Ad-VEGF-HGF group gradually stabilized,the blood flow in Ad-VEGF-HGF group was significantly better than that in other groups,and both VEGF group and HGF group were significantly better than the control group(P<0.05).On the 7th,14th,and 28th days following surgery,HGF and VEGF protein levels in the Ad-HGF,Ad-VEGF,and Ad-VEGF-HGF groups were substantially greater than those in the control group(P<0.05).The expression level in the Ad-VEGF-HGF group peaked on the 14th day(all P<0.001)and subsequently declined to preoperative levels on the 28th day after operation.Conclusion Ad-VEGF-HGF gene injection can effectively boost VEGF and HGF protein expression and rapidly reach the relative peak level,encour-aging angiogenesis after lower limb ischemia,increasing blood flow,and improving lower limb circulation.
6.Early weightbearing improves joint function after anterior cruciate ligament reconstruction
Jianye GUO ; Jun LU ; Liang XU ; Youqiang FAN ; Ming MA ; Hongxing WANG ; Guangxu XU
Chinese Journal of Physical Medicine and Rehabilitation 2024;46(10):929-934
Objective:To observe the effect of early weightbearing after anterior cruciate ligament reconstruction (ACLR) on lower limb motor function, activation of the knee muscles and the stability of the knee joint.Methods:Forty-four persons who had received ACLR were divided at random into a control group and an experiment group, each of 22. In addition to conventional rehabilitation treatment after surgery, the control group underwent weightbearing training from the 8th day after the surgery, while the experimental group began weight-bearing training from the 3rd postoperative day. Both groups had their motor functioning evaluated using the International Knee Scoring Committee (IKDC) knee subjective evaluation form 3 days after the operation, and then 6 and 12 weeks later. Their pain perceptions were quantified on the same schedule using visual analogue scoring (VAS), and protractor measurements documented active range of motion (AROM). Electromyography (AEMG) of the medial head and rectus femoris muscle was also performed, and the stability of the knee joint was assessed using the KT-1000 test.Results:After the intervention, the average IKDC score, VAS score, knee extension and flexion AROMs, medial quadriceps head AEMG ratio, and rectus femoris muscle AEMG ratio improved to different degrees in the two groups. At 6 weeks the average pain score, knee extension and flexion ranges of motion, quadriceps medial head AEMG ratio, and rectus femoris AEMG ratio of the experimental group were all better than the control group′s averages. At 12 weeks the average IKDC subjective knee function score in the experimental group was also superior.Conclusions:Supplementing conventional rehabilitation with early weight-bearing can significantly improve the recovery from anterior cruciate ligament reconstruction. Beginning on day 3 after the operation gives the best results.
7.Effect of lathyrol derivatives on non-small cell lung cancer and the possible mechanism.
Yanyan YAN ; Wenmin ZHOU ; Qiaoru GUO ; Haiyan ZHANG ; Hong JI ; Luming YANG ; Jianye ZHANG
Journal of Central South University(Medical Sciences) 2022;47(2):143-152
OBJECTIVES:
Non-small cell lung cancer (NSCLC) accounts for 85% of all lung cancer, with highmorbidity and mortality rate. Nove drug development for NSCLC is urgently needed.This study aims to investigate the activity of lathyrol derivatives and the mechanism for its inhibitory effect on the growth of NSCLC cells.
METHODS:
Three lathyrol derivatives were synthesized from lathyrol and their structures were verified by nuclear magnetic resonance. MTT assay was used to detect the effects of the lathyrol derivatives on the proliferation activity of NSCLC cells (A549 and H1299 cells), and the compound with the best activity was selected for subsequent experiments. Colony forming assay, wound-healing assay, and transwell assay were applied to detect in vitro cell proliferation, migration and invasion ability in A549 and H1299 cells, respectively. Quantitative real-time RT-PCR and Western blotting were performed to detect mRNA and protein levels of E-cadherin, N-cadherin, β-catenin, and MMP2 in A549 cells, respectively.
RESULTS:
Three lathyrol derivatives inhibited the growth of A549 and H1299 cells in a dose-dependent manner, and they showed a weak inhibitory effect on normal cells Beas-2B and 16HBE, indicating that they possessed certain selective toxic effects. Therefore, C-5 benzoylated lathyrol with the best activity was selected as the ideal drug for the subsequent experiments. Compared with the control group, the number and size of cell clusters in the treatment group of A549 and H1299 cells were significantly decreased, the relative mobility were significantly decreased, and the number of invaded cells were significantly decreased (all P<0.05), indicating that the in vitro cell proliferation, migration and invasion ability were decreased. The mRNA levels of integrin α2, integrin β1, MMP2, MMP9, β-catenin, and N-cadherin were decreased, while the expression of E-cadherin was increased (all P<0.05). The protein levels of N-cadherin, β-catenin, MMP2, and integrin αV were decreased, while the expression of E-cadherin was increased (all P<0.05).
CONCLUSIONS
The lathyrol derivatives synthesized in this study possess good inhibitory activity against NSCLC. Among them, C-5 benzoylated lathyrol significantly inhibits the proliferation, migration, and invasion ability of NSCLC cells in vitro through regulating the process of epithelial-mesenchymal transition.
Cadherins/genetics*
;
Carcinoma, Non-Small-Cell Lung/drug therapy*
;
Cell Line, Tumor
;
Cell Movement
;
Cell Proliferation
;
Epithelial-Mesenchymal Transition
;
Humans
;
Lung Neoplasms/drug therapy*
;
Matrix Metalloproteinase 2/genetics*
;
RNA, Messenger
;
beta Catenin/genetics*
8.Kinematics analysis and scale optimization of four degree of freedom generalized spherical parallel mechanism for ankle joint rehabilitation.
Xusheng LIU ; Jianjun ZHANG ; Chenglei LIU ; Jianye NIU ; Kaicheng QI ; Shijie GUO
Journal of Biomedical Engineering 2021;38(2):286-294
By analyzing the physiological structure and motion characteristics of human ankle joint, a four degree of freedom generalized spherical parallel mechanism is proposed to meet the needs of ankle rehabilitation. Using the spiral theory to analyze the motion characteristics of the mechanism and based on the method of describing the position with spherical coordinates and the posture with Euler Angle, the inverse solution of the closed vector equation of mechanism position is established. The workspace of mechanism is analyzed according to the constraint conditions of inverse solution. The workspace of the moving spherical center of the mechanism is used to match the movement space of the tibiotalar joint, and the workspace of the dynamic platform is used to match the movement space of subtalar joint. Genetic algorithm is used to optimize the key scale parameters of the mechanism. The results show that the workspace of the generalized spherical parallel mechanism can satisfy the actual movement space of human ankle joint rehabilitation. The results of this paper can provide theoretical basis and experimental reference for the design of ankle joint rehabilitation robot with high matching degree.
Ankle Joint
;
Biomechanical Phenomena
;
Humans
;
Movement
;
Range of Motion, Articular
9.Analysis of risk factors for delayed gastric emptying following pancreaticoduodenectomy
Huan WANG ; Gang JIN ; Kailian ZHENG ; Zhuo SHAO ; Shiwei GUO ; Lili ZHOU ; Haiyan LIU ; Jianye HUANG
Chinese Journal of Pancreatology 2020;20(2):127-131
Objective:To investigate the risk factors for delayed gastric emptying (DGE) following pancreaticoduodenectomy (PD).Methods:Clinical data of 385 patients who underwent PD in Changhai Hospital of Navy Medical University from January 2017 to November 2017 were retrospectively analyzed, including 235 men and 150 women. According to the definition of DGE by the International Study Group of Pancreatic Surgery (ISGPS), patients were divided into-clinically irrelevant DGE (non CR-DGE) group and clinically relevant DGE(CR-DGE) group. Univariate analysis and multivariate logistic analysis were used to identify the risk factors of CR-DGE after PD.Results:Of the 385 patients, 78 cases (20.3%) developed DGE. There were 35 cases of CR-DGE (9.1%). In the multivariate analysis, BMI( OR=1.117, 95% CI1.006-1.240, P=0.038), preoperative serum albumin( OR=0.902, 95% CI 0.832-0.977, P=0.012), the main pancreatic duct diameter (MPD)≤3 mm( OR=2.397, 95% CI 1.016-5.653, P=0.046), soft texture of pancreas( OR=2.834, 95% CI 1.093-7.350, P=0.032), clinically relevant postoperative pancreatic fistula (CR-POPF)( OR=4.498, 95% CI 1.768-11.441, P=0.002) were independent risk factors for CR-DGE after PD. Conclusions:High BMI, low preoperative serum albumin, MPD ≤3 mm, soft texture of pancreas and CR-POPF after surgery were independent risk factors for CR-DGE, and early clinical interventions should be performed.
10.Effects of aerobic exercise combined with resistance exercise on patients with diabetic peripheral neuropathy
Genchun GUO ; Wanlang LI ; Zhenhua ZHU ; Jianye GUO
Chinese Journal of Health Management 2020;14(6):536-540
Objective:To explore the effects of aerobic exercise combined with resistance exercise on patients with diabetic peripheral neuropathy (DPN).Methods:A total of 60 patients with DPN in Sixth Affiliated Hospital of Nantong University from June 2018 to October 2019 were selected, and randomly divided into control group (20 cases), aerobic exercise group (20 cases) and combined training group (20 cases). Three groups all received the routine medication management and dietary guide. The control group had no other intervention. The aerobic exercise group received moderate intensity cycle ergometer, 40 min/time, once a day, three times a week. In addition to the moderate intensity aerobic exercise, patients in the combined training group conducted resistance exercise with elastic belt, 40 min/time, once a day, three times a week. The curative effect was evaluated after 12 weeks, which included fasting blood glucose (FBG), glycosylated hemoglobin (HbA1c), nerve conduction velocity and static balance function of eye-opened and eye-closed condition in Pro-Kin 254 balance assessment equipment.Results:Before exercise intervention, there were no significant differences in any measurements among the three groups (all P>0.05). After exercise intervention, the FBG, HbA1c, motor nerve conduction velocity of common peroneal nerve, sensory nerve conduction velocity of common peroneal nerve, sway length and area in the eye closed test of Pro-Kin254 balance assessment in the aerobic exercise group were significantly better than those in the control group[(6.26±0.28) vs. (6.76±0.68) mmol/L, (5.75±0.42)% vs. (6.48±0.37)%, (45.36±8.78) vs. (42.16±6.78) m/s, (38.75±8.14) vs. (35.45±8.34) m/s, (513±39) vs. (613±71) mm, (678±58) vs. (1 024±98) mm 2] (all P<0.05); the above indexes of the combined training group [(6.03±0.36) mmol/L, (5.27±0.35)%, (49.51±9.76) m/s, (42.87±7.18) m/s, (425±38) mm, (535±47) mm 2] were significantly better than those in the other two groups, the sway length and area in the eye open test of Pro-Kin254 balance assessment were also significantly superior to those in the other two groups [(316±21) vs. (395±18), (436±28) mm and (689±33) vs. (782±30), (824±70) mm 2] (all P<0.05). Conclusion:Aerobic exercise combined with resistance exercise can better improve the levels of blood glucose and HbA1c, increase nerve conduction rate and improve static balance ability compared with simple aerobic exercise in patients with DPN.

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